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Jie Qiao
ORCID
Publication Activity (10 Years)
Years Active: 2008-2024
Publications (10 Years): 38
Top Topics
Causal Structure
Neural Network
Prior Knowledge
Event Sequences
Top Venues
CoRR
IJCAI
AAAI
BMC Bioinform.
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Publications
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Ruichu Cai
,
Siyang Huang
,
Jie Qiao
,
Wei Chen
,
Yan Zeng
,
Keli Zhang
,
Fuchun Sun
,
Yang Yu
,
Zhifeng Hao
Learning by Doing: An Online Causal Reinforcement Learning Framework with Causal-Aware Policy.
CoRR
(2024)
Ruichu Cai
,
Siyu Wu
,
Jie Qiao
,
Zhifeng Hao
,
Keli Zhang
,
Xi Zhang
THPs: Topological Hawkes Processes for Learning Causal Structure on Event Sequences.
IEEE Trans. Neural Networks Learn. Syst.
35 (1) (2024)
Ruichu Cai
,
Liting Huang
,
Wei Chen
,
Jie Qiao
,
Zhifeng Hao
Learning dynamic causal mechanisms from non-stationary data.
Appl. Intell.
53 (5) (2023)
Ruichu Cai
,
Yuequn Liu
,
Wei Chen
,
Jie Qiao
,
Yuguang Yan
,
Zijian Li
,
Keli Zhang
,
Zhifeng Hao
TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences.
CoRR
(2023)
Jie Qiao
,
Ruichu Cai
,
Siyu Wu
,
Yu Xiang
,
Keli Zhang
,
Zhifeng Hao
Structural Hawkes Processes for Learning Causal Structure from Discrete-Time Event Sequences.
CoRR
(2023)
Jie Qiao
,
Zhengming Chen
,
Jianhua Yu
,
Ruichu Cai
,
Zhifeng Hao
Identification of Causal Structure in the Presence of Missing Data with Additive Noise Model.
CoRR
(2023)
Ruichu Cai
,
Yuxuan Zhu
,
Jie Qiao
,
Zefeng Liang
,
Furui Liu
,
Zhifeng Hao
Where and How to Attack? A Causality-Inspired Recipe for Generating Counterfactual Adversarial Examples.
CoRR
(2023)
Jie Qiao
,
Ruichu Cai
,
Siyu Wu
,
Yu Xiang
,
Keli Zhang
,
Zhifeng Hao
Structural Hawkes Processes for Learning Causal Structure from Discrete-Time Event Sequences.
IJCAI
(2023)
Zhengming Chen
,
Feng Xie
,
Jie Qiao
,
Zhifeng Hao
,
Ruichu Cai
Some General Identification Results for Linear Latent Hierarchical Causal Structure.
IJCAI
(2023)
Zhengming Chen
,
Feng Xie
,
Jie Qiao
,
Zhifeng Hao
,
Kun Zhang
,
Ruichu Cai
Identification of Linear Latent Variable Model with Arbitrary Distribution.
AAAI
(2022)
Jie Qiao
,
Yiming Bai
,
Ruichu Cai
,
Zhifeng Hao
Causal discovery from multi-domain data using the independence of modularities.
Neural Comput. Appl.
34 (3) (2022)
Ruichu Cai
,
Fengzhu Wu
,
Zijian Li
,
Jie Qiao
,
Wei Chen
,
Yuexing Hao
,
Hao Gu
REST: Debiased Social Recommendation via Reconstructing Exposure Strategies.
CoRR
(2022)
Ruichu Cai
,
Yuxuan Zhu
,
Xuexin Chen
,
Yuan Fang
,
Min Wu
,
Jie Qiao
,
Zhifeng Hao
On the Probability of Necessity and Sufficiency of Explaining Graph Neural Networks: A Lower Bound Optimization Approach.
CoRR
(2022)
Yuequn Liu
,
Wenhui Zhu
,
Jie Qiao
,
Zhiyi Huang
,
Yu Xiang
,
Xuanzhi Chen
,
Wei Chen
,
Ruichu Cai
Causal Alignment Based Fault Root Causes Localization for Wireless Network.
ICASSP
(2022)
Rui Wang
,
Xixi Liu
,
Li Li
,
Ming Yang
,
Jun Yong
,
Fan Zhai
,
Lu Wen
,
Liying Yan
,
Jie Qiao
,
Fuchou Tang
Dissecting Human Gonadal Cell Lineage Specification and Sex Determination Using A Single-cell RNA-seq Approach.
Genom. Proteom. Bioinform.
20 (2) (2022)
Xiaolu Zhao
,
Leisheng Shi
,
Shasha Ruan
,
Wenjian Bi
,
Yifan Chen
,
Lin Chen
,
Yifan Liu
,
MingKun Li
,
Jie Qiao
,
Fengbiao Mao
CircleBase: an integrated resource and analysis platform for human eccDNAs.
Nucleic Acids Res.
50 (D1) (2022)
Jie Qiao
,
Yiming Bai
,
Ruichu Cai
,
Zhifeng Hao
Learning causal structures using hidden compact representation.
Neurocomputing
463 (2021)
Zhiqiang Yan
,
Jianting An
,
Yong Peng
,
Siming Kong
,
Qiang Liu
,
Ming Yang
,
Qilong He
,
Shi Song
,
Yidong Chen
,
Wei Chen
,
Rong Li
,
Jie Qiao
,
Liying Yan
DevOmics: an integrated multi-omics database of human and mouse early embryo.
Briefings Bioinform.
22 (6) (2021)
Ruichu Cai
,
Siyu Wu
,
Jie Qiao
,
Zhifeng Hao
,
Keli Zhang
,
Xi Zhang
THP: Topological Hawkes Processes for Learning Granger Causality on Event Sequences.
CoRR
(2021)
Jie Qiao
,
Yiting Duan
,
Yichi Zhang
The Emotion of Texture Under Different Senses.
DSIE
(2021)
Ruichu Cai
,
Weilin Chen
,
Jie Qiao
,
Zhifeng Hao
On the Role of Entropy-based Loss for Learning Causal Structures with Continuous Optimization.
CoRR
(2021)
Jie Qiao
,
Ruichu Cai
,
Kun Zhang
,
Zhenjie Zhang
,
Zhifeng Hao
Causal Discovery with Confounding Cascade Nonlinear Additive Noise Models.
ACM Trans. Intell. Syst. Technol.
12 (6) (2021)
Jie Qiao
,
Quanlin Jie
Density matrix embedding theory of excited states for spin systems.
Comput. Phys. Commun.
261 (2021)
Chunlong Luo
,
Tianqi Yu
,
Yufan Luo
,
Manqing Wang
,
Fuhai Yu
,
Yinhao Li
,
Chan Tian
,
Jie Qiao
,
Li Xiao
DeepACC: Automate Chromosome Classification based on Metaphase Images using Deep Learning Framework Fused with Prior Knowledge.
CoRR
(2020)
Ruichu Cai
,
Jincheng Ye
,
Jie Qiao
,
Huiyuan Fu
,
Zhifeng Hao
FOM: Fourth-order moment based causal direction identification on the heteroscedastic data.
Neural Networks
124 (2020)
Jie Qiao
,
Fengxiang Xu
,
Kunying Wu
,
Suo Zhang
,
Yongtao Liu
Multi-Objective Topological Optimization of an Electric Truck Frame Based on Orthogonal Design and Analytic Hierarchy Process.
IEEE Access
8 (2020)
Ruichu Cai
,
Zijian Li
,
Pengfei Wei
,
Jie Qiao
,
Kun Zhang
,
Zhifeng Hao
Learning Disentangled Semantic Representation for Domain Adaptation.
CoRR
(2020)
Li Xiao
,
Chunlong Luo
,
Tianqi Yu
,
Yufan Luo
,
Manqing Wang
,
Fuhai Yu
,
Yinhao Li
,
Chan Tian
,
Jie Qiao
DeepACEv2: Automated Chromosome Enumeration in Metaphase Cell Images Using Deep Convolutional Neural Networks.
IEEE Trans. Medical Imaging
39 (12) (2020)
Zhiqiang Yan
,
Xiaohui Zhu
,
Yuqian Wang
,
Yanli Nie
,
Shuo Guan
,
Ying Kuo
,
Di Chang
,
Rong Li
,
Jie Qiao
,
Liying Yan
scHaplotyper: haplotype construction and visualization for genetic diagnosis using single cell DNA sequencing data.
BMC Bioinform.
21 (1) (2020)
Ruichu Cai
,
Jie Qiao
,
Kun Zhang
,
Zhenjie Zhang
,
Zhifeng Hao
Causal Discovery with Cascade Nonlinear Additive Noise Models.
CoRR
(2019)
Li Xiao
,
Chunlong Luo
,
Yufan Luo
,
Tianqi Yu
,
Chan Tian
,
Jie Qiao
,
Yi Zhao
DeepACE: Automated Chromosome Enumeration in Metaphase Cell Images Using Deep Convolutional Neural Networks.
CoRR
(2019)
Li Xiao
,
Chunlong Luo
,
Yufan Luo
,
Tianqi Yu
,
Chan Tian
,
Jie Qiao
,
Yi Zhao
DeepACE: Automated Chromosome Enumeration in Metaphase Cell Images Using Deep Convolutional Neural Networks.
MICCAI (1)
(2019)
Ruichu Cai
,
Zijian Li
,
Pengfei Wei
,
Jie Qiao
,
Kun Zhang
,
Zhifeng Hao
Learning Disentangled Semantic Representation for Domain Adaptation.
IJCAI
(2019)
Ruichu Cai
,
Jie Qiao
,
Kun Zhang
,
Zhenjie Zhang
,
Zhifeng Hao
Causal Discovery with Cascade Nonlinear Additive Noise Model.
IJCAI
(2019)
Jie Qiao
,
Zijian Li
,
Boyan Xu
,
Ruichu Cai
,
Kun Zhang
Disentanglement Challenge: From Regularization to Reconstruction.
CoRR
(2019)
Ruichu Cai
,
Jie Qiao
,
Kun Zhang
,
Zhenjie Zhang
,
Zhifeng Hao
Causal Discovery from Discrete Data using Hidden Compact Representation.
NeurIPS
(2018)
Suijuan Zhong
,
Shu Zhang
,
Xiaoying Fan
,
Qian Wu
,
Liying Yan
,
Ji Dong
,
Haofeng Zhang
,
Long Li
,
Le Sun
,
Na Pan
,
Xiaohui Xu
,
Fuchou Tang
,
Jun Zhang
,
Jie Qiao
,
Xiaoqun Wang
A single-cell RNA-seq survey of the developmental landscape of the human prefrontal cortex.
Nat.
555 (7697) (2018)
Ruichu Cai
,
Jie Qiao
,
Zhenjie Zhang
,
Zhifeng Hao
SELF: Structural Equational Likelihood Framework for Causal Discovery.
AAAI
(2018)
Qianjin Zhao
,
Jie Qiao
Bivariate Barycentric Rational Hermite Interpolaiton Based on the Lebesgue Constant Minimizing.
BIC-TA
(2013)
Qingyun Wang
,
Li Zhao
,
Jie Qiao
,
Cairong Zou
Acoustic feedback cancellation based on weighted adaptive projection subgradient method in hearing aids.
Signal Process.
90 (1) (2010)
Qingyun Wang
,
Li Zhao
,
Jie Qiao
,
Cairong Zou
A new method of multichannel loudness compensation for hearing aids.
APCCAS
(2008)